Top 3 Jupyter Notebook synthetic-dataset-generation Projects

REaLTabFormer

5 183 5.5 Jupyter Notebook

A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
nist-crc-2023

7 27 4.3 Jupyter Notebook

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

Project mention: Assessing the Quality of Synthetic Data with Data-centric AI | /r/ArtificialInteligence | 2023-07-13

Data Quality is key for all applications and models, and LLMs are no exception :) I've been working on a small community project with synthetic data using ydata-synthetic, and it really shows! Underrepresentation (category imbalance) and missing data are two of the main issues!

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
synthetic-dataset-object-detection

1 20 2.6 Jupyter Notebook

How to Create Synthetic Dataset for Computer Vision (Object Detection) (Article on Medium)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).